Scout is an AI agent designed to perform complex tasks like building web apps using simple prompts and no code. Unlike conversational AIs, Scout operates within a virtual computer environment to browse, code, and manage files, acting as a virtual intern. It can assist with research, creating, planning, analyzing, and learning, aiming to quickly set up initial project groundwork.